{"id":"W4367021425","doi":"10.2139/ssrn.4428555","title":"The Impact of the Cutting Parameters and Tool Condition on Surface Integrity When Milling Inconel 625","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Surface integrity; Inconel; Materials science; Machining; Corrosion; Metallurgy; Residual stress; Superalloy; Work hardening; Thermal conductivity; Inconel 625; Composite material; Alloy; Microstructure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007680375,0.0002668715,0.0004557831,0.0004261666,0.0005528134,0.001384408,0.0004742947,0.0008980994,0.003283095],"category_scores_gemma":[0.004065224,0.0003191126,0.0002746612,0.0004938059,0.0005677706,0.0008419104,0.0004317667,0.0005173208,0.0005631325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003971029,"about_ca_system_score_gemma":0.0002671502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001368259,"about_ca_topic_score_gemma":0.002262956,"domain_scores_codex":[0.9990867,0.000108801,0.00004797639,0.0001654025,0.0004077569,0.0001832449],"domain_scores_gemma":[0.9967488,0.001715363,0.0003998147,0.0003163835,0.0007147724,0.0001047735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006220842,0.0002850307,0.02622426,0.0002912026,0.0001020092,0.0006837486,0.0003362668,0.0414,0.8692691,0.000343824,0.0005219729,0.05432193],"study_design_scores_gemma":[0.0000465025,0.003097596,0.1195654,0.0000290559,0.0001638979,0.0004161544,0.0005544988,0.05180319,0.8229378,0.0002786023,0.001035222,0.0000720743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963105,0.0002992252,0.001805857,0.00002715213,0.00001208226,0.000005659683,0.00007089621,0.00003895911,0.001429526],"genre_scores_gemma":[0.9990938,0.00004474961,0.0004274772,0.000004928406,0.000002187252,0.0000012359,0.00004450081,0.00002257925,0.0003585609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003283095,"threshold_uncertainty_score":0.01098299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481088927825592,"score_gpt":0.2743759312342097,"score_spread":0.2595650419559538,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}